Subcategory · AI Citation Index
AI Virtual Assistants
No consensus in AI Virtual Assistants: sparse prompts, volatile scores (52–76), and Microsoft Cortana falling 16 points signal fragmented buyer intent.
37 discovery queries · refreshed Sep 30, 2026
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Trends
Over the last 12 months
Scores swing wildly month-over-month (71→75→52→76) on sample sizes of 2–10 prompts, making pattern detection unreliable. Microsoft Cortana dropped 16 points, the only statistically visible movement in a sea of noise.
Brands to know
In this category
Pipedrive
Leads at 74 despite being a CRM platform, not a pure virtual assistant. Its presence suggests buyers conflate sales automation with conversational AI.
Read brand profile →Zoho Assistant
Scores 69 as Zoho's embedded assistant offering. Likely benefits from existing Zoho ecosystem lock-in rather than standalone assistant merit.
Read brand profile →Intercom
66 score reflects its conversational support bot capabilities. Positioned as customer messaging, not internal productivity assistant—taxonomy blurring at work.
Read brand profile →Microsoft Cortana
Fell 16 points to 58 as Microsoft de-emphasizes consumer Cortana in favor of enterprise Copilot branding. Category victims of strategic pivots show up in citation decay.
Read brand profile →Rasa
Scores 5—an open-source conversational AI framework competing in a brand-visibility game. Developer tools rarely win citation races against packaged SaaS.
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